Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 10459 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 236.5 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 23 |
| Dataset has 3 (< 0.1%) duplicate rows | Duplicates |
AverageMInFile is highly overall correlated with MSinceOldestTradeOpen | High correlation |
ExternalRiskEstimate is highly overall correlated with MaxDelq/PublicRecLast12M and 2 other fields | High correlation |
MSinceMostRecentDelq is highly overall correlated with NumTrades60Ever/DerogPubRec | High correlation |
MSinceOldestTradeOpen is highly overall correlated with AverageMInFile | High correlation |
MaxDelq/PublicRecLast12M is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
MaxDelqEver is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
NetFractionInstallBurden is highly overall correlated with NumInstallTradesWBalance | High correlation |
NetFractionRevolvingBurden is highly overall correlated with NumBank/NatlTradesWHighUtilization and 2 other fields | High correlation |
NumBank/NatlTradesWHighUtilization is highly overall correlated with NetFractionRevolvingBurden and 1 other fields | High correlation |
NumInqLast6M is highly overall correlated with NumInqLast6Mexcl7days | High correlation |
NumInqLast6Mexcl7days is highly overall correlated with NumInqLast6M | High correlation |
NumInstallTradesWBalance is highly overall correlated with NetFractionInstallBurden and 1 other fields | High correlation |
NumRevolvingTradesWBalance is highly overall correlated with NetFractionRevolvingBurden and 3 other fields | High correlation |
NumSatisfactoryTrades is highly overall correlated with NumRevolvingTradesWBalance and 1 other fields | High correlation |
NumTotalTrades is highly overall correlated with NumRevolvingTradesWBalance and 1 other fields | High correlation |
NumTrades60Ever/DerogPubRec is highly overall correlated with MSinceMostRecentDelq and 1 other fields | High correlation |
NumTrades90Ever/DerogPubRec is highly overall correlated with NumTrades60Ever/DerogPubRec | High correlation |
PercentInstallTrades is highly overall correlated with NumInstallTradesWBalance | High correlation |
PercentTradesNeverDelq is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
PercentTradesWBalance is highly overall correlated with NetFractionRevolvingBurden | High correlation |
MSinceMostRecentTradeOpen has 105 (1.0%) zeros | Zeros |
NumTrades60Ever/DerogPubRec has 6802 (65.0%) zeros | Zeros |
NumTrades90Ever/DerogPubRec has 7639 (73.0%) zeros | Zeros |
MaxDelq/PublicRecLast12M has 336 (3.2%) zeros | Zeros |
NumTotalTrades has 133 (1.3%) zeros | Zeros |
NumTradesOpeninLast12M has 2508 (24.0%) zeros | Zeros |
PercentInstallTrades has 193 (1.8%) zeros | Zeros |
MSinceMostRecentInqexcl7days has 4582 (43.8%) zeros | Zeros |
NumInqLast6M has 3924 (37.5%) zeros | Zeros |
NumInqLast6Mexcl7days has 4078 (39.0%) zeros | Zeros |
NetFractionRevolvingBurden has 608 (5.8%) zeros | Zeros |
NumRevolvingTradesWBalance has 304 (2.9%) zeros | Zeros |
NumBank/NatlTradesWHighUtilization has 4308 (41.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-13 09:47:18.544803 |
|---|---|
| Analysis finished | 2024-05-13 09:48:07.096343 |
| Duration | 48.55 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
RiskPerformance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 536.1 KiB |
| Bad | |
|---|---|
| Good |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.4780572 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36377 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Bad |
| 4th row | Bad |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Bad | 5459 | |
| Good | 5000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bad | 5459 | |
| good | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
ExternalRiskEstimate
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.425758 |
| Minimum | -9 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 598 |
| Negative (%) | 5.7% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 63 |
| median | 71 |
| Q3 | 79 |
| 95-th percentile | 88 |
| Maximum | 94 |
| Range | 103 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 21.121621 |
|---|---|
| Coefficient of variation (CV) | 0.31325745 |
| Kurtosis | 6.9690754 |
| Mean | 67.425758 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -2.5637044 |
| Sum | 705206 |
| Variance | 446.12288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 598 | 5.7% |
| 65 | 386 | 3.7% |
| 66 | 376 | 3.6% |
| 68 | 372 | 3.6% |
| 73 | 369 | 3.5% |
| 72 | 367 | 3.5% |
| 70 | 350 | 3.3% |
| 63 | 338 | 3.2% |
| 75 | 331 | 3.2% |
| 69 | 316 | 3.0% |
| Other values (51) | 6656 |
| Value | Count | Frequency (%) |
| -9 | 598 | |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 43 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 93 | 16 | 0.2% |
| 92 | 34 | 0.3% |
| 91 | 103 | |
| 90 | 100 | 1.0% |
| 89 | 161 | |
| 88 | 201 | |
| 87 | 190 | |
| 86 | 254 | |
| 85 | 223 |
MSinceOldestTradeOpen
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 526 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.20537 |
| Minimum | -9 |
|---|---|
| Maximum | 803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 827 |
| Negative (%) | 7.9% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 118 |
| median | 178 |
| Q3 | 249.5 |
| 95-th percentile | 384 |
| Maximum | 803 |
| Range | 812 |
| Interquartile range (IQR) | 131.5 |
Descriptive statistics
| Standard deviation | 109.68382 |
|---|---|
| Coefficient of variation (CV) | 0.59544309 |
| Kurtosis | 0.25697493 |
| Mean | 184.20537 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | 0.37214196 |
| Sum | 1926604 |
| Variance | 12030.54 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 239 | 2.3% |
| 178 | 67 | 0.6% |
| 132 | 67 | 0.6% |
| 150 | 62 | 0.6% |
| 176 | 62 | 0.6% |
| 165 | 61 | 0.6% |
| 183 | 58 | 0.6% |
| 172 | 57 | 0.5% |
| 169 | 57 | 0.5% |
| Other values (516) | 9141 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| -8 | 239 | |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 803 | 1 | |
| 789 | 1 | |
| 604 | 1 | |
| 603 | 1 | |
| 598 | 1 | |
| 590 | 1 | |
| 589 | 2 | |
| 586 | 1 | |
| 584 | 1 | |
| 566 | 1 |
MSinceMostRecentTradeOpen
Real number (ℝ)
ZEROS 
| Distinct | 112 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5434554 |
| Minimum | -9 |
|---|---|
| Maximum | 383 |
| Zeros | 105 |
| Zeros (%) | 1.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 3 |
| median | 5 |
| Q3 | 11 |
| 95-th percentile | 28 |
| Maximum | 383 |
| Range | 392 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 13.301745 |
|---|---|
| Coefficient of variation (CV) | 1.5569514 |
| Kurtosis | 96.598355 |
| Mean | 8.5434554 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 6.2757947 |
| Sum | 89356 |
| Variance | 176.93641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1161 | 11.1% |
| 3 | 1015 | 9.7% |
| 4 | 885 | 8.5% |
| 5 | 754 | 7.2% |
| 1 | 733 | 7.0% |
| 6 | 660 | 6.3% |
| -9 | 588 | 5.6% |
| 7 | 575 | 5.5% |
| 8 | 463 | 4.4% |
| 9 | 414 | 4.0% |
| Other values (102) | 3211 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 0 | 105 | 1.0% |
| 1 | 733 | |
| 2 | 1161 | |
| 3 | 1015 | |
| 4 | 885 | |
| 5 | 754 | |
| 6 | 660 | |
| 7 | 575 | |
| 8 | 463 | 4.4% |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 227 | 1 | |
| 207 | 1 | |
| 184 | 1 | |
| 178 | 1 | |
| 163 | 1 | |
| 159 | 1 | |
| 156 | 2 | |
| 152 | 1 | |
| 145 | 2 |
AverageMInFile
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 237 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.843293 |
| Minimum | -9 |
|---|---|
| Maximum | 383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 52 |
| median | 74 |
| Q3 | 95 |
| 95-th percentile | 138 |
| Maximum | 383 |
| Range | 392 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 38.782803 |
|---|---|
| Coefficient of variation (CV) | 0.52520413 |
| Kurtosis | 1.7280117 |
| Mean | 73.843293 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.32065048 |
| Sum | 772327 |
| Variance | 1504.1058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 71 | 154 | 1.5% |
| 79 | 154 | 1.5% |
| 74 | 151 | 1.4% |
| 68 | 148 | 1.4% |
| 80 | 147 | 1.4% |
| 75 | 145 | 1.4% |
| 84 | 144 | 1.4% |
| 63 | 141 | 1.3% |
| 70 | 141 | 1.3% |
| Other values (227) | 8546 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 4 | 4 | < 0.1% |
| 5 | 6 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 9 | 0.1% |
| 8 | 12 | 0.1% |
| 9 | 15 | 0.1% |
| 10 | 12 | 0.1% |
| 11 | 12 | 0.1% |
| 12 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 322 | 1 | |
| 275 | 1 | |
| 273 | 1 | |
| 263 | 1 | |
| 258 | 1 | |
| 257 | 1 | |
| 256 | 1 | |
| 252 | 1 | |
| 249 | 1 |
NumSatisfactoryTrades
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.428052 |
| Minimum | -9 |
|---|---|
| Maximum | 79 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 12 |
| median | 19 |
| Q3 | 27 |
| 95-th percentile | 42 |
| Maximum | 79 |
| Range | 88 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.004327 |
|---|---|
| Coefficient of variation (CV) | 0.66935822 |
| Kurtosis | 0.70796588 |
| Mean | 19.428052 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.19360718 |
| Sum | 203198 |
| Variance | 169.11251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 18 | 386 | 3.7% |
| 15 | 384 | 3.7% |
| 16 | 376 | 3.6% |
| 22 | 369 | 3.5% |
| 19 | 366 | 3.5% |
| 13 | 364 | 3.5% |
| 14 | 347 | 3.3% |
| 21 | 346 | 3.3% |
| 20 | 343 | 3.3% |
| Other values (64) | 6590 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 0 | 4 | < 0.1% |
| 1 | 49 | 0.5% |
| 2 | 92 | 0.9% |
| 3 | 102 | 1.0% |
| 4 | 138 | 1.3% |
| 5 | 154 | 1.5% |
| 6 | 186 | 1.8% |
| 7 | 216 | 2.1% |
| 8 | 219 | 2.1% |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 70 | 2 | < 0.1% |
| 67 | 3 | |
| 66 | 2 | < 0.1% |
| 65 | 4 | |
| 64 | 6 | |
| 63 | 5 |
NumTrades60Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.042738312 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 6802 |
| Zeros (%) | 65.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.5139104 |
|---|---|
| Coefficient of variation (CV) | 58.821003 |
| Kurtosis | 8.6452285 |
| Mean | 0.042738312 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.9898332 |
| Sum | 447 |
| Variance | 6.3197453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6802 | |
| 1 | 1802 | 17.2% |
| 2 | 692 | 6.6% |
| -9 | 588 | 5.6% |
| 3 | 246 | 2.4% |
| 4 | 148 | 1.4% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| Other values (9) | 30 | 0.3% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 6802 | |
| 1 | 1802 | 17.2% |
| 2 | 692 | 6.6% |
| 3 | 246 | 2.4% |
| 4 | 148 | 1.4% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 8 | |
| 9 | 8 | |
| 8 | 11 |
NumTrades90Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.14284348 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 7639 |
| Zeros (%) | 73.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3673973 |
|---|---|
| Coefficient of variation (CV) | -16.573366 |
| Kurtosis | 10.001449 |
| Mean | -0.14284348 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4432747 |
| Sum | -1494 |
| Variance | 5.6045699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7639 | |
| 1 | 1436 | 13.7% |
| -9 | 588 | 5.6% |
| 2 | 488 | 4.7% |
| 3 | 129 | 1.2% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 9 | 8 | 0.1% |
| Other values (7) | 16 | 0.2% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 7639 | |
| 1 | 1436 | 13.7% |
| 2 | 488 | 4.7% |
| 3 | 129 | 1.2% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| 9 | 8 | |
| 8 | 3 | < 0.1% |
| 7 | 16 | |
| 6 | 18 |
PercentTradesNeverDelq
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.661536 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 87 |
| median | 96 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 25.999584 |
|---|---|
| Coefficient of variation (CV) | 0.30001296 |
| Kurtosis | 7.612972 |
| Mean | 86.661536 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -2.8768783 |
| Sum | 906393 |
| Variance | 675.97837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| -9 | 588 | 5.6% |
| 96 | 414 | 4.0% |
| 97 | 389 | 3.7% |
| 95 | 379 | 3.6% |
| 94 | 351 | 3.4% |
| 93 | 304 | 2.9% |
| 92 | 292 | 2.8% |
| 88 | 244 | 2.3% |
| 90 | 218 | 2.1% |
| Other values (62) | 2673 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 0 | 6 | 0.1% |
| 11 | 1 | < 0.1% |
| 20 | 4 | < 0.1% |
| 22 | 1 | < 0.1% |
| 25 | 6 | 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 4 | < 0.1% |
| 30 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| 99 | 6 | 0.1% |
| 98 | 173 | 1.7% |
| 97 | 389 | 3.7% |
| 96 | 414 | 4.0% |
| 95 | 379 | 3.6% |
| 94 | 351 | 3.4% |
| 93 | 304 | 2.9% |
| 92 | 292 | 2.8% |
| 91 | 188 | 1.8% |
MSinceMostRecentDelq
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7624056 |
| Minimum | -9 |
|---|---|
| Maximum | 83 |
| Zeros | 102 |
| Zeros (%) | 1.0% |
| Negative | 5428 |
| Negative (%) | 51.9% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | -7 |
| median | -7 |
| Q3 | 14 |
| 95-th percentile | 55 |
| Maximum | 83 |
| Range | 92 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 20.50125 |
|---|---|
| Coefficient of variation (CV) | 3.0316505 |
| Kurtosis | 2.0720202 |
| Mean | 6.7624056 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6585558 |
| Sum | 70728 |
| Variance | 420.30126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7 | 4664 | |
| -9 | 588 | 5.6% |
| 1 | 307 | 2.9% |
| 2 | 294 | 2.8% |
| 3 | 253 | 2.4% |
| 4 | 228 | 2.2% |
| 5 | 178 | 1.7% |
| -8 | 176 | 1.7% |
| 6 | 170 | 1.6% |
| 8 | 146 | 1.4% |
| Other values (77) | 3455 |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 176 | 1.7% |
| -7 | 4664 | |
| 0 | 102 | 1.0% |
| 1 | 307 | 2.9% |
| 2 | 294 | 2.8% |
| 3 | 253 | 2.4% |
| 4 | 228 | 2.2% |
| 5 | 178 | 1.7% |
| 6 | 170 | 1.6% |
| Value | Count | Frequency (%) |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 14 | |
| 80 | 15 | |
| 79 | 19 | |
| 78 | 16 | |
| 77 | 14 | |
| 76 | 15 | |
| 75 | 9 | |
| 74 | 12 |
MaxDelq/PublicRecLast12M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9282914 |
| Minimum | -9 |
|---|---|
| Maximum | 9 |
| Zeros | 336 |
| Zeros (%) | 3.2% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 18 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.756275 |
|---|---|
| Coefficient of variation (CV) | 0.76218606 |
| Kurtosis | 7.7797272 |
| Mean | 4.9282914 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.8777089 |
| Sum | 51545 |
| Variance | 14.109602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4223 | |
| 6 | 3127 | |
| 4 | 1612 | 15.4% |
| -9 | 588 | 5.6% |
| 0 | 336 | 3.2% |
| 5 | 236 | 2.3% |
| 3 | 224 | 2.1% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 336 | 3.2% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 3 | 224 | 2.1% |
| 4 | 1612 | 15.4% |
| 5 | 236 | 2.3% |
| 6 | 3127 | |
| 7 | 4223 | |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 6 | 0.1% |
| 7 | 4223 | |
| 6 | 3127 | |
| 5 | 236 | 2.3% |
| 4 | 1612 | 15.4% |
| 3 | 224 | 2.1% |
| 2 | 53 | 0.5% |
| 1 | 54 | 0.5% |
| 0 | 336 | 3.2% |
| -9 | 588 | 5.6% |
MaxDelqEver
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5101826 |
| Minimum | -9 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 17 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.9711821 |
|---|---|
| Coefficient of variation (CV) | 0.72069882 |
| Kurtosis | 7.1424737 |
| Mean | 5.5101826 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -2.6934869 |
| Sum | 57631 |
| Variance | 15.770287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 6 | 2868 | |
| 5 | 968 | 9.3% |
| 2 | 739 | 7.1% |
| -9 | 588 | 5.6% |
| 4 | 321 | 3.1% |
| 3 | 311 | 3.0% |
| 7 | 132 | 1.3% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 2 | 739 | 7.1% |
| 3 | 311 | 3.0% |
| 4 | 321 | 3.1% |
| 5 | 968 | 9.3% |
| 6 | 2868 | |
| 7 | 132 | 1.3% |
| 8 | 4532 |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 7 | 132 | 1.3% |
| 6 | 2868 | |
| 5 | 968 | 9.3% |
| 4 | 321 | 3.1% |
| 3 | 311 | 3.0% |
| 2 | 739 | 7.1% |
| -9 | 588 | 5.6% |
NumTotalTrades
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.856965 |
| Minimum | -9 |
|---|---|
| Maximum | 104 |
| Zeros | 133 |
| Zeros (%) | 1.3% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 12 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 46 |
| Maximum | 104 |
| Range | 113 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 14.580905 |
|---|---|
| Coefficient of variation (CV) | 0.69909044 |
| Kurtosis | 1.0395927 |
| Mean | 20.856965 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.41817175 |
| Sum | 218143 |
| Variance | 212.60279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 15 | 358 | 3.4% |
| 16 | 354 | 3.4% |
| 17 | 350 | 3.3% |
| 22 | 334 | 3.2% |
| 20 | 330 | 3.2% |
| 24 | 327 | 3.1% |
| 21 | 321 | 3.1% |
| 19 | 312 | 3.0% |
| 18 | 312 | 3.0% |
| Other values (78) | 6873 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 0 | 133 | 1.3% |
| 1 | 45 | 0.4% |
| 2 | 76 | 0.7% |
| 3 | 115 | 1.1% |
| 4 | 119 | 1.1% |
| 5 | 132 | 1.3% |
| 6 | 147 | 1.4% |
| 7 | 190 | 1.8% |
| 8 | 186 | 1.8% |
| Value | Count | Frequency (%) |
| 104 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 3 | |
| 82 | 2 | |
| 79 | 2 | |
| 78 | 2 |
NumTradesOpeninLast12M
Real number (ℝ)
ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2530835 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 2508 |
| Zeros (%) | 24.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.0686835 |
|---|---|
| Coefficient of variation (CV) | 2.4489059 |
| Kurtosis | 5.2005153 |
| Mean | 1.2530835 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.5821848 |
| Sum | 13106 |
| Variance | 9.4168185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2528 | |
| 0 | 2508 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.1% |
| -9 | 588 | 5.6% |
| 5 | 365 | 3.5% |
| 6 | 229 | 2.2% |
| 7 | 108 | 1.0% |
| 8 | 56 | 0.5% |
| Other values (9) | 62 | 0.6% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 2508 | |
| 1 | 2528 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.1% |
| 5 | 365 | 3.5% |
| 6 | 229 | 2.2% |
| 7 | 108 | 1.0% |
| 8 | 56 | 0.5% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 8 | 0.1% |
| 10 | 18 | 0.2% |
| 9 | 25 | |
| 8 | 56 |
PercentInstallTrades
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.16646 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 193 |
| Zeros (%) | 1.8% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 20 |
| median | 31 |
| Q3 | 44 |
| 95-th percentile | 67 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 20.128634 |
|---|---|
| Coefficient of variation (CV) | 0.62576467 |
| Kurtosis | 0.49069924 |
| Mean | 32.16646 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.25188085 |
| Sum | 336429 |
| Variance | 405.1619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 33 | 449 | 4.3% |
| 50 | 417 | 4.0% |
| 29 | 334 | 3.2% |
| 25 | 321 | 3.1% |
| 38 | 274 | 2.6% |
| 20 | 273 | 2.6% |
| 36 | 247 | 2.4% |
| 40 | 242 | 2.3% |
| 27 | 226 | 2.2% |
| Other values (86) | 7088 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| 0 | 193 | 1.8% |
| 2 | 1 | < 0.1% |
| 3 | 12 | 0.1% |
| 4 | 29 | 0.3% |
| 5 | 31 | 0.3% |
| 6 | 36 | 0.3% |
| 7 | 57 | 0.5% |
| 8 | 77 | 0.7% |
| 9 | 83 | 0.8% |
| Value | Count | Frequency (%) |
| 100 | 76 | |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 3 | < 0.1% |
| 90 | 5 | < 0.1% |
| 89 | 4 | < 0.1% |
| 88 | 5 | < 0.1% |
| 87 | 3 | < 0.1% |
| 86 | 12 | 0.1% |
MSinceMostRecentInqexcl7days
Real number (ℝ)
ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.32536571 |
| Minimum | -9 |
|---|---|
| Maximum | 24 |
| Zeros | 4582 |
| Zeros (%) | 43.8% |
| Negative | 2919 |
| Negative (%) | 27.9% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | -7 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 12 |
| Maximum | 24 |
| Range | 33 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0675563 |
|---|---|
| Coefficient of variation (CV) | -18.64842 |
| Kurtosis | 2.0624184 |
| Mean | -0.32536571 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0297288 |
| Sum | -3403 |
| Variance | 36.81524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4582 | |
| -7 | 1855 | |
| 1 | 614 | 5.9% |
| -9 | 588 | 5.6% |
| -8 | 476 | 4.6% |
| 2 | 378 | 3.6% |
| 3 | 309 | 3.0% |
| 4 | 268 | 2.6% |
| 5 | 191 | 1.8% |
| 6 | 150 | 1.4% |
| Other values (18) | 1048 | 10.0% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 476 | 4.6% |
| -7 | 1855 | |
| 0 | 4582 | |
| 1 | 614 | 5.9% |
| 2 | 378 | 3.6% |
| 3 | 309 | 3.0% |
| 4 | 268 | 2.6% |
| 5 | 191 | 1.8% |
| 6 | 150 | 1.4% |
| Value | Count | Frequency (%) |
| 24 | 8 | 0.1% |
| 23 | 32 | |
| 22 | 35 | |
| 21 | 32 | |
| 20 | 31 | |
| 19 | 45 | |
| 18 | 34 | |
| 17 | 42 | |
| 16 | 49 | |
| 15 | 45 |
NumInqLast6M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.86815183 |
| Minimum | -9 |
|---|---|
| Maximum | 66 |
| Zeros | 3924 |
| Zeros (%) | 37.5% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.1793039 |
|---|---|
| Coefficient of variation (CV) | 3.6621519 |
| Kurtosis | 26.528076 |
| Mean | 0.86815183 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3229466 |
| Sum | 9080 |
| Variance | 10.107973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 14.4% |
| 3 | 761 | 7.3% |
| -9 | 588 | 5.6% |
| 4 | 490 | 4.7% |
| 5 | 242 | 2.3% |
| 6 | 140 | 1.3% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| Other values (17) | 117 | 1.1% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 14.4% |
| 3 | 761 | 7.3% |
| 4 | 490 | 4.7% |
| 5 | 242 | 2.3% |
| 6 | 140 | 1.3% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 3 | |
| 18 | 1 | < 0.1% |
| 17 | 3 | |
| 16 | 4 |
NumInqLast6Mexcl7days
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81260159 |
| Minimum | -9 |
|---|---|
| Maximum | 66 |
| Zeros | 4078 |
| Zeros (%) | 39.0% |
| Negative | 588 |
| Negative (%) | 5.6% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.1436978 |
|---|---|
| Coefficient of variation (CV) | 3.8686829 |
| Kurtosis | 27.691497 |
| Mean | 0.81260159 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.32495956 |
| Sum | 8499 |
| Variance | 9.882836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 13.9% |
| 3 | 759 | 7.3% |
| -9 | 588 | 5.6% |
| 4 | 454 | 4.3% |
| 5 | 232 | 2.2% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| Other values (17) | 107 | 1.0% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 13.9% |
| 3 | 759 | 7.3% |
| 4 | 454 | 4.3% |
| 5 | 232 | 2.2% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 2 | |
| 17 | 1 | < 0.1% |
| 16 | 4 |
NetFractionRevolvingBurden
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 128 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.629888 |
| Minimum | -9 |
|---|---|
| Maximum | 232 |
| Zeros | 608 |
| Zeros (%) | 5.8% |
| Negative | 774 |
| Negative (%) | 7.4% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 5 |
| median | 25 |
| Q3 | 54 |
| 95-th percentile | 88 |
| Maximum | 232 |
| Range | 241 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 30.06014 |
|---|---|
| Coefficient of variation (CV) | 0.95037136 |
| Kurtosis | -0.48229942 |
| Mean | 31.629888 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.61083206 |
| Sum | 330817 |
| Variance | 903.612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 608 | 5.8% |
| -9 | 588 | 5.6% |
| 1 | 303 | 2.9% |
| 2 | 274 | 2.6% |
| 3 | 259 | 2.5% |
| 4 | 225 | 2.2% |
| 5 | 208 | 2.0% |
| 6 | 198 | 1.9% |
| -8 | 186 | 1.8% |
| 8 | 166 | 1.6% |
| Other values (118) | 7444 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| -8 | 186 | 1.8% |
| 0 | 608 | |
| 1 | 303 | |
| 2 | 274 | |
| 3 | 259 | |
| 4 | 225 | 2.2% |
| 5 | 208 | 2.0% |
| 6 | 198 | 1.9% |
| 7 | 150 | 1.4% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 165 | 1 | |
| 154 | 1 | |
| 135 | 1 | |
| 131 | 1 | |
| 126 | 1 | |
| 124 | 1 | |
| 120 | 2 | |
| 118 | 2 | |
| 117 | 1 |
NetFractionInstallBurden
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 139 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.158906 |
| Minimum | -9 |
|---|---|
| Maximum | 471 |
| Zeros | 10 |
| Zeros (%) | 0.1% |
| Negative | 4007 |
| Negative (%) | 38.3% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | -8 |
| median | 47 |
| Q3 | 79 |
| 95-th percentile | 97 |
| Maximum | 471 |
| Range | 480 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 42.101601 |
|---|---|
| Coefficient of variation (CV) | 1.0751475 |
| Kurtosis | -0.58418627 |
| Mean | 39.158906 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 0.12003297 |
| Sum | 409563 |
| Variance | 1772.5448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -8 | 3419 | |
| -9 | 588 | 5.6% |
| 100 | 174 | 1.7% |
| 92 | 144 | 1.4% |
| 83 | 134 | 1.3% |
| 77 | 133 | 1.3% |
| 87 | 130 | 1.2% |
| 75 | 128 | 1.2% |
| 95 | 126 | 1.2% |
| 89 | 125 | 1.2% |
| Other values (129) | 5358 |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 3419 | |
| 0 | 10 | 0.1% |
| 1 | 4 | < 0.1% |
| 2 | 15 | 0.1% |
| 3 | 21 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 17 | 0.2% |
| 6 | 24 | 0.2% |
| 7 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 471 | 1 | |
| 196 | 1 | |
| 190 | 1 | |
| 165 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 151 | 1 | |
| 144 | 1 | |
| 142 | 1 | |
| 140 | 1 |
NumRevolvingTradesWBalance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1850081 |
| Minimum | -9 |
|---|---|
| Maximum | 32 |
| Zeros | 304 |
| Zeros (%) | 2.9% |
| Negative | 744 |
| Negative (%) | 7.1% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 32 |
| Range | 41 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.413173 |
|---|---|
| Coefficient of variation (CV) | 1.3856081 |
| Kurtosis | 3.1012166 |
| Mean | 3.1850081 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.64216118 |
| Sum | 33312 |
| Variance | 19.476096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 1 | 1331 | |
| 5 | 1010 | |
| 6 | 744 | |
| -9 | 588 | 5.6% |
| 7 | 507 | 4.8% |
| 8 | 350 | 3.3% |
| 0 | 304 | 2.9% |
| Other values (21) | 948 |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 156 | 1.5% |
| 0 | 304 | 2.9% |
| 1 | 1331 | |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 5 | 1010 | |
| 6 | 744 | |
| 7 | 507 | 4.8% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 23 | 1 | < 0.1% |
| 21 | 5 | |
| 20 | 4 | |
| 19 | 4 |
NumInstallTradesWBalance
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97609714 |
| Minimum | -9 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1449 |
| Negative (%) | 13.9% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 23 |
| Range | 32 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.0609954 |
|---|---|
| Coefficient of variation (CV) | 4.1604418 |
| Kurtosis | 1.6946646 |
| Mean | 0.97609714 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.3848941 |
| Sum | 10209 |
| Variance | 16.491683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2863 | |
| 1 | 2648 | |
| 3 | 1809 | |
| 4 | 922 | 8.8% |
| -8 | 861 | 8.2% |
| -9 | 588 | 5.6% |
| 5 | 352 | 3.4% |
| 6 | 186 | 1.8% |
| 7 | 86 | 0.8% |
| 8 | 49 | 0.5% |
| Other values (10) | 95 | 0.9% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 861 | 8.2% |
| 1 | 2648 | |
| 2 | 2863 | |
| 3 | 1809 | |
| 4 | 922 | 8.8% |
| 5 | 352 | 3.4% |
| 6 | 186 | 1.8% |
| 7 | 86 | 0.8% |
| 8 | 49 | 0.5% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 6 | 0.1% |
| 13 | 5 | < 0.1% |
| 12 | 10 | 0.1% |
| 11 | 15 | |
| 10 | 18 | |
| 9 | 36 |
NumBank/NatlTradesWHighUtilization
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018070561 |
| Minimum | -9 |
|---|---|
| Maximum | 18 |
| Zeros | 4308 |
| Zeros (%) | 41.2% |
| Negative | 1171 |
| Negative (%) | 11.2% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 27 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.3581347 |
|---|---|
| Coefficient of variation (CV) | 185.83456 |
| Kurtosis | 2.6822193 |
| Mean | 0.018070561 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.422632 |
| Sum | 189 |
| Variance | 11.277069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4308 | |
| 1 | 2514 | |
| 2 | 1222 | 11.7% |
| 3 | 620 | 5.9% |
| -9 | 588 | 5.6% |
| -8 | 583 | 5.6% |
| 4 | 280 | 2.7% |
| 5 | 154 | 1.5% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| Other values (9) | 71 | 0.7% |
| Value | Count | Frequency (%) |
| -9 | 588 | 5.6% |
| -8 | 583 | 5.6% |
| 0 | 4308 | |
| 1 | 2514 | |
| 2 | 1222 | 11.7% |
| 3 | 620 | 5.9% |
| 4 | 280 | 2.7% |
| 5 | 154 | 1.5% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 10 | 0.1% |
| 10 | 10 | 0.1% |
| 9 | 11 | 0.1% |
| 8 | 30 | |
| 7 | 38 |
PercentTradesWBalance
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.079166 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 45 |
| Zeros (%) | 0.4% |
| Negative | 606 |
| Negative (%) | 5.8% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 47 |
| median | 67 |
| Q3 | 82 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 27.711565 |
|---|---|
| Coefficient of variation (CV) | 0.44639073 |
| Kurtosis | 0.44518936 |
| Mean | 62.079166 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.81878621 |
| Sum | 649286 |
| Variance | 767.93081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1277 | 12.2% |
| 50 | 733 | 7.0% |
| 67 | 611 | 5.8% |
| -9 | 588 | 5.6% |
| 75 | 535 | 5.1% |
| 80 | 374 | 3.6% |
| 60 | 342 | 3.3% |
| 83 | 316 | 3.0% |
| 71 | 281 | 2.7% |
| 33 | 273 | 2.6% |
| Other values (85) | 5129 |
| Value | Count | Frequency (%) |
| -9 | 588 | |
| -8 | 18 | 0.2% |
| 0 | 45 | 0.4% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 11 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1277 | |
| 96 | 3 | < 0.1% |
| 95 | 13 | 0.1% |
| 94 | 28 | 0.3% |
| 93 | 37 | 0.4% |
| 92 | 82 | 0.8% |
| 91 | 82 | 0.8% |
| 90 | 93 | 0.9% |
| 89 | 138 | 1.3% |
| 88 | 176 | 1.7% |
| AverageMInFile | ExternalRiskEstimate | MSinceMostRecentDelq | MSinceMostRecentInqexcl7days | MSinceMostRecentTradeOpen | MSinceOldestTradeOpen | MaxDelq/PublicRecLast12M | MaxDelqEver | NetFractionInstallBurden | NetFractionRevolvingBurden | NumBank/NatlTradesWHighUtilization | NumInqLast6M | NumInqLast6Mexcl7days | NumInstallTradesWBalance | NumRevolvingTradesWBalance | NumSatisfactoryTrades | NumTotalTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | NumTradesOpeninLast12M | PercentInstallTrades | PercentTradesNeverDelq | PercentTradesWBalance | RiskPerformance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AverageMInFile | 1.000 | 0.435 | 0.200 | 0.174 | 0.405 | 0.740 | 0.144 | 0.129 | -0.033 | 0.007 | 0.112 | -0.001 | 0.003 | 0.009 | 0.175 | 0.304 | 0.277 | 0.198 | 0.195 | -0.147 | 0.015 | 0.130 | -0.015 | 0.228 |
| ExternalRiskEstimate | 0.435 | 1.000 | -0.126 | 0.210 | 0.269 | 0.361 | 0.681 | 0.608 | 0.004 | -0.343 | -0.215 | -0.025 | -0.025 | -0.023 | -0.116 | 0.177 | 0.139 | -0.204 | -0.124 | 0.009 | 0.025 | 0.653 | -0.216 | 0.440 |
| MSinceMostRecentDelq | 0.200 | -0.126 | 1.000 | 0.176 | 0.146 | 0.194 | -0.340 | -0.485 | 0.207 | 0.264 | 0.224 | 0.209 | 0.210 | 0.234 | 0.215 | 0.191 | 0.218 | 0.541 | 0.454 | 0.185 | 0.235 | -0.444 | 0.235 | 0.237 |
| MSinceMostRecentInqexcl7days | 0.174 | 0.210 | 0.176 | 1.000 | 0.123 | 0.223 | 0.193 | 0.199 | 0.194 | 0.127 | 0.169 | 0.145 | 0.148 | 0.206 | 0.185 | 0.260 | 0.245 | 0.161 | 0.176 | 0.222 | 0.158 | 0.210 | 0.108 | 0.201 |
| MSinceMostRecentTradeOpen | 0.405 | 0.269 | 0.146 | 0.123 | 1.000 | 0.231 | 0.160 | 0.166 | -0.073 | 0.096 | 0.054 | -0.113 | -0.118 | -0.042 | -0.029 | -0.035 | -0.032 | 0.207 | 0.215 | -0.470 | 0.155 | 0.122 | 0.169 | 0.034 |
| MSinceOldestTradeOpen | 0.740 | 0.361 | 0.194 | 0.223 | 0.231 | 1.000 | 0.151 | 0.151 | 0.073 | 0.057 | 0.184 | 0.080 | 0.083 | 0.131 | 0.277 | 0.394 | 0.442 | 0.163 | 0.166 | 0.071 | 0.026 | 0.167 | -0.017 | 0.192 |
| MaxDelq/PublicRecLast12M | 0.144 | 0.681 | -0.340 | 0.193 | 0.160 | 0.151 | 1.000 | 0.854 | 0.113 | 0.019 | 0.089 | 0.134 | 0.131 | 0.069 | 0.073 | 0.139 | 0.104 | -0.234 | -0.116 | 0.176 | 0.072 | 0.860 | 0.050 | 0.232 |
| MaxDelqEver | 0.129 | 0.608 | -0.485 | 0.199 | 0.166 | 0.151 | 0.854 | 1.000 | 0.131 | 0.046 | 0.128 | 0.140 | 0.140 | 0.098 | 0.125 | 0.177 | 0.125 | -0.350 | -0.188 | 0.183 | 0.070 | 0.919 | 0.065 | 0.227 |
| NetFractionInstallBurden | -0.033 | 0.004 | 0.207 | 0.194 | -0.073 | 0.073 | 0.113 | 0.131 | 1.000 | 0.288 | 0.261 | 0.270 | 0.269 | 0.653 | 0.265 | 0.306 | 0.296 | 0.205 | 0.217 | 0.435 | 0.415 | 0.147 | 0.337 | 0.081 |
| NetFractionRevolvingBurden | 0.007 | -0.343 | 0.264 | 0.127 | 0.096 | 0.057 | 0.019 | 0.046 | 0.288 | 1.000 | 0.730 | 0.246 | 0.248 | 0.307 | 0.532 | 0.172 | 0.182 | 0.272 | 0.263 | 0.248 | 0.229 | 0.018 | 0.619 | 0.312 |
| NumBank/NatlTradesWHighUtilization | 0.112 | -0.215 | 0.224 | 0.169 | 0.054 | 0.184 | 0.089 | 0.128 | 0.261 | 0.730 | 1.000 | 0.268 | 0.271 | 0.312 | 0.665 | 0.402 | 0.372 | 0.181 | 0.183 | 0.307 | 0.064 | 0.128 | 0.378 | 0.224 |
| NumInqLast6M | -0.001 | -0.025 | 0.209 | 0.145 | -0.113 | 0.080 | 0.134 | 0.140 | 0.270 | 0.246 | 0.268 | 1.000 | 0.985 | 0.273 | 0.255 | 0.259 | 0.262 | 0.234 | 0.255 | 0.420 | 0.198 | 0.154 | 0.204 | 0.079 |
| NumInqLast6Mexcl7days | 0.003 | -0.025 | 0.210 | 0.148 | -0.118 | 0.083 | 0.131 | 0.140 | 0.269 | 0.248 | 0.271 | 0.985 | 1.000 | 0.274 | 0.259 | 0.263 | 0.268 | 0.234 | 0.256 | 0.422 | 0.197 | 0.154 | 0.204 | 0.075 |
| NumInstallTradesWBalance | 0.009 | -0.023 | 0.234 | 0.206 | -0.042 | 0.131 | 0.069 | 0.098 | 0.653 | 0.307 | 0.312 | 0.273 | 0.274 | 1.000 | 0.326 | 0.483 | 0.452 | 0.213 | 0.215 | 0.420 | 0.526 | 0.131 | 0.379 | 0.054 |
| NumRevolvingTradesWBalance | 0.175 | -0.116 | 0.215 | 0.185 | -0.029 | 0.277 | 0.073 | 0.125 | 0.265 | 0.532 | 0.665 | 0.255 | 0.259 | 0.326 | 1.000 | 0.581 | 0.522 | 0.157 | 0.161 | 0.401 | -0.071 | 0.156 | 0.364 | 0.136 |
| NumSatisfactoryTrades | 0.304 | 0.177 | 0.191 | 0.260 | -0.035 | 0.394 | 0.139 | 0.177 | 0.306 | 0.172 | 0.402 | 0.259 | 0.263 | 0.483 | 0.581 | 1.000 | 0.882 | 0.075 | 0.096 | 0.418 | 0.063 | 0.273 | -0.047 | 0.155 |
| NumTotalTrades | 0.277 | 0.139 | 0.218 | 0.245 | -0.032 | 0.442 | 0.104 | 0.125 | 0.296 | 0.182 | 0.372 | 0.262 | 0.268 | 0.452 | 0.522 | 0.882 | 1.000 | 0.146 | 0.153 | 0.397 | 0.106 | 0.209 | -0.004 | 0.105 |
| NumTrades60Ever/DerogPubRec | 0.198 | -0.204 | 0.541 | 0.161 | 0.207 | 0.163 | -0.234 | -0.350 | 0.205 | 0.272 | 0.181 | 0.234 | 0.234 | 0.213 | 0.157 | 0.075 | 0.146 | 1.000 | 0.871 | 0.160 | 0.287 | -0.263 | 0.300 | 0.098 |
| NumTrades90Ever/DerogPubRec | 0.195 | -0.124 | 0.454 | 0.176 | 0.215 | 0.166 | -0.116 | -0.188 | 0.217 | 0.263 | 0.183 | 0.255 | 0.256 | 0.215 | 0.161 | 0.096 | 0.153 | 0.871 | 1.000 | 0.185 | 0.289 | -0.103 | 0.300 | 0.065 |
| NumTradesOpeninLast12M | -0.147 | 0.009 | 0.185 | 0.222 | -0.470 | 0.071 | 0.176 | 0.183 | 0.435 | 0.248 | 0.307 | 0.420 | 0.422 | 0.420 | 0.401 | 0.418 | 0.397 | 0.160 | 0.185 | 1.000 | 0.167 | 0.232 | 0.160 | 0.071 |
| PercentInstallTrades | 0.015 | 0.025 | 0.235 | 0.158 | 0.155 | 0.026 | 0.072 | 0.070 | 0.415 | 0.229 | 0.064 | 0.198 | 0.197 | 0.526 | -0.071 | 0.063 | 0.106 | 0.287 | 0.289 | 0.167 | 1.000 | 0.057 | 0.496 | 0.148 |
| PercentTradesNeverDelq | 0.130 | 0.653 | -0.444 | 0.210 | 0.122 | 0.167 | 0.860 | 0.919 | 0.147 | 0.018 | 0.128 | 0.154 | 0.154 | 0.131 | 0.156 | 0.273 | 0.209 | -0.263 | -0.103 | 0.232 | 0.057 | 1.000 | 0.022 | 0.247 |
| PercentTradesWBalance | -0.015 | -0.216 | 0.235 | 0.108 | 0.169 | -0.017 | 0.050 | 0.065 | 0.337 | 0.619 | 0.378 | 0.204 | 0.204 | 0.379 | 0.364 | -0.047 | -0.004 | 0.300 | 0.300 | 0.160 | 0.496 | 0.022 | 1.000 | 0.274 |
| RiskPerformance | 0.228 | 0.440 | 0.237 | 0.201 | 0.034 | 0.192 | 0.232 | 0.227 | 0.081 | 0.312 | 0.224 | 0.079 | 0.075 | 0.054 | 0.136 | 0.155 | 0.105 | 0.098 | 0.065 | 0.071 | 0.148 | 0.247 | 0.274 | 1.000 |
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | 55 | 144 | 4 | 84 | 20 | 3 | 0 | 83 | 2 | 3 | 5 | 23 | 1 | 43 | 0 | 0 | 0 | 33 | -8 | 8 | 1 | 1 | 69 |
| 1 | Bad | 61 | 58 | 15 | 41 | 2 | 4 | 4 | 100 | -7 | 0 | 8 | 7 | 0 | 67 | 0 | 0 | 0 | 0 | -8 | 0 | -8 | -8 | 0 |
| 2 | Bad | 67 | 66 | 5 | 24 | 9 | 0 | 0 | 100 | -7 | 7 | 8 | 9 | 4 | 44 | 0 | 4 | 4 | 53 | 66 | 4 | 2 | 1 | 86 |
| 3 | Bad | 66 | 169 | 1 | 73 | 28 | 1 | 1 | 93 | 76 | 6 | 6 | 30 | 3 | 57 | 0 | 5 | 4 | 72 | 83 | 6 | 4 | 3 | 91 |
| 4 | Bad | 81 | 333 | 27 | 132 | 12 | 0 | 0 | 100 | -7 | 7 | 8 | 12 | 0 | 25 | 0 | 1 | 1 | 51 | 89 | 3 | 1 | 0 | 80 |
| 5 | Bad | 59 | 137 | 11 | 78 | 31 | 0 | 0 | 91 | 1 | 4 | 6 | 32 | 1 | 47 | 0 | 0 | 0 | 62 | 93 | 12 | 4 | 3 | 94 |
| 6 | Good | 54 | 88 | 7 | 37 | 25 | 0 | 0 | 92 | 9 | 4 | 6 | 26 | 3 | 58 | 0 | 4 | 4 | 89 | 76 | 7 | 7 | 2 | 100 |
| 7 | Good | 68 | 148 | 7 | 65 | 17 | 0 | 0 | 83 | 31 | 6 | 6 | 18 | 1 | 44 | 0 | 0 | 0 | 28 | 48 | 2 | 2 | 2 | 40 |
| 8 | Bad | 59 | 324 | 2 | 138 | 24 | 0 | 0 | 85 | 5 | 4 | 6 | 27 | 1 | 26 | 0 | 1 | 1 | 68 | -8 | 7 | 1 | 3 | 90 |
| 9 | Bad | 61 | 79 | 4 | 36 | 19 | 0 | 0 | 95 | 5 | 4 | 6 | 19 | 3 | 26 | 0 | 6 | 6 | 31 | 86 | 5 | 3 | 1 | 62 |
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10449 | Good | 57 | 176 | 4 | 87 | 18 | 0 | 0 | 89 | 2 | 4 | 6 | 18 | 1 | 56 | 4 | 1 | 1 | 93 | 72 | 5 | 3 | 1 | 100 |
| 10450 | Good | 84 | 313 | 6 | 103 | 25 | 0 | 0 | 100 | -7 | 7 | 8 | 25 | 2 | 24 | 11 | 0 | 0 | 10 | 92 | 4 | 3 | 0 | 70 |
| 10451 | Good | 79 | 133 | 2 | 68 | 27 | 0 | 0 | 100 | -7 | 7 | 8 | 30 | 3 | 36 | 0 | 4 | 4 | 1 | 93 | 4 | 2 | 0 | 60 |
| 10452 | Good | 90 | 197 | 5 | 92 | 13 | 0 | 0 | 100 | -7 | 7 | 8 | 13 | 1 | 46 | 4 | 2 | 2 | 5 | 50 | 3 | 3 | 0 | 100 |
| 10453 | Bad | 75 | 410 | 2 | 121 | 37 | 1 | 1 | 83 | 10 | 4 | 3 | 43 | 1 | 7 | 1 | 1 | 1 | 34 | -8 | 7 | 1 | 1 | 53 |
| 10454 | Good | 73 | 131 | 5 | 57 | 21 | 0 | 0 | 95 | 80 | 6 | 6 | 21 | 5 | 19 | 7 | 0 | 0 | 26 | -8 | 5 | 2 | 0 | 100 |
| 10455 | Bad | 65 | 147 | 39 | 68 | 11 | 0 | 0 | 92 | 28 | 6 | 6 | 12 | 0 | 42 | 1 | 1 | 1 | 86 | 53 | 2 | 2 | 1 | 80 |
| 10456 | Bad | 74 | 129 | 6 | 64 | 18 | 1 | 1 | 100 | -7 | 6 | 8 | 18 | 1 | 33 | 3 | 4 | 4 | 6 | -8 | 5 | -8 | 0 | 56 |
| 10457 | Bad | 72 | 234 | 12 | 113 | 42 | 2 | 2 | 96 | 35 | 6 | 2 | 45 | 0 | 20 | 6 | 0 | 0 | 19 | -8 | 4 | 1 | 0 | 38 |
| 10458 | Bad | 66 | 28 | 1 | 17 | 4 | 0 | 0 | 100 | -7 | 7 | 8 | 5 | 2 | 60 | 3 | 3 | 2 | 67 | -8 | 2 | 1 | 0 | 100 |
Most frequently occurring
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | 323 |
| 2 | Good | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | -9 | 265 |
| 1 | Bad | 64 | 242 | 18 | 124 | 16 | 2 | 0 | 47 | 2 | 4 | 5 | 19 | 0 | 74 | 0 | 4 | 4 | 27 | -8 | 2 | 3 | 0 | 100 | 2 |